• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Optimization

Optimization Courses

Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Popular Optimization Courses and Certifications


  • C

    Coursera

    GenAI for Talent Acquisition: Smarter Candidate Screening

    Skills you'll gain: Prompt Engineering, Responsible AI, Google Gemini, Talent Acquisition, Recruitment, Talent Recruitment, Generative AI Agents, Prompt Engineering Tools, Generative AI, Microsoft Power Platform, Microsoft Power Automate/Flow, Recruitment Strategies, ChatGPT, AI Enablement, Workflow Management, AI Integrations, Automation

    4.8 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (10) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    Quantization Fundamentals with Hugging Face

    Skills you'll gain: Generative AI, Model Optimization, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment

    4.8 stars, 15 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.8 (15) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • O

    O.P. Jindal Global University

    Machine Learning

    Skills you'll gain: Convolutional Neural Networks

    3.9 stars, 9 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.9 (9) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    GenAI for Onboarding: Automating Employee Journeys

    Skills you'll gain: Responsible AI, Data Ethics, HR Tech, AI Personalization, Automation, Employee Surveys, Employee Onboarding, Human Resource Strategy, AI Integrations, AI Enablement, Generative AI Agents, User Feedback, Document Management, ChatGPT, Employee Engagement, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Goldman Sachs

    Fundamentos de Operações com o 10,000 Women da Goldman Sachs

    Skills you'll gain: Process Mapping, Operations Management, Process Management, Process Analysis, Operations, Business Process, Operational Analysis, Operational Efficiency, Process Optimization, Business Process Improvement, Process Improvement, Customer experience improvement, Business Development, Growth Strategies, Business Technologies, Business Strategy

    4.8 stars, 31 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (31) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • S

    SkillUp

    The DMAIC Framework: Analyze, Improve, and Control Phase

    Skills you'll gain: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Statistical Hypothesis Testing, Lean Six Sigma, Statistical Analysis, Continuous Improvement Process, Data Analysis, Analysis, Process Analysis, Process Improvement, Quality Improvement, Statistical Methods, Quality Monitoring, Quality Control, Process Improvement and Optimization, Root Cause Analysis, Data-Driven Decision-Making, Statistics, Statistical Inference

    4.6 stars, 19 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (19) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Deep Learning and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Deep Learning, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Model Training, Tensorflow, Network Architecture, Artificial Intelligence, Model Optimization, Machine Learning, Linear Algebra

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnKartS

    AI Social Media Marketing with ChatGPT & Gemini

    Skills you'll gain: Content Scheduling, Driving engagement, Social Media Content, Google Gemini, Social Media Marketing, Customer Engagement, Social Media, Social Media Management, Social Media Strategy, ChatGPT, Marketing Automation, Content Creation, Content Strategy, Online Advertising, Copywriting, Search Engine Optimization, Keyword Research, Writing, Web Analytics and SEO, Competitive Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Blender to Unreal Engine - 3D Plants and Vegetation

    Skills you'll gain: Unreal Engine, 3D Modeling, Model Optimization, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Virtual Environment, Animation and Game Design, Animations, Computer Graphic Techniques, Videography, Virtual Reality, Graphical Tools, Graphics Software, Data Import/Export, System Configuration

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    시퀀스 모델

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Deep Learning, Embeddings, Fine-tuning, Responsible AI, Model Optimization, Data Processing, Algorithms, Data Synthesis

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Model Optimization, Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Model Training, Deep Learning, Applied Machine Learning, Machine Learning, Calculus

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Introduction to LLMs and Hugging Face

    Skills you'll gain: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, AI Integrations, Token Optimization, Responsible AI, Fine-tuning, Embeddings, Application Programming Interface (API), Data Pipelines, Restful API, Agentic systems, Open Source Technology, MLOps (Machine Learning Operations), Python Programming

    1.7 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 1.7 (6) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…170171172…218

In summary, here are 10 of our most popular optimization courses

  • GenAI for Talent Acquisition: Smarter Candidate Screening: Coursera
  • Quantization Fundamentals with Hugging Face: DeepLearning.AI
  • Machine Learning: O.P. Jindal Global University
  • GenAI for Onboarding: Automating Employee Journeys: Coursera
  • Fundamentos de Operações com o 10,000 Women da Goldman Sachs: Goldman Sachs
  • The DMAIC Framework: Analyze, Improve, and Control Phase: SkillUp
  • Foundations of Deep Learning and Neural Networks: Packt
  • AI Social Media Marketing with ChatGPT & Gemini: LearnKartS
  • Blender to Unreal Engine - 3D Plants and Vegetation: Packt
  • 시퀀스 모델: DeepLearning.AI

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok